Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	2864
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	470.0 KiB
Average record size in memory	168.0 B

Variable types

Text	1
Categorical	3
Numeric	17

Alerts

`Adult_mortality` is highly overall correlated with `BMI` and 13 other fields	High correlation
`Alcohol_consumption` is highly overall correlated with `Economy_status_Developed` and 5 other fields	High correlation
`BMI` is highly overall correlated with `Adult_mortality` and 7 other fields	High correlation
`Diphtheria` is highly overall correlated with `Adult_mortality` and 8 other fields	High correlation
`Economy_status_Developed` is highly overall correlated with `Adult_mortality` and 10 other fields	High correlation
`Economy_status_Developing` is highly overall correlated with `Adult_mortality` and 10 other fields	High correlation
`GDP_per_capita` is highly overall correlated with `Adult_mortality` and 13 other fields	High correlation
`Hepatitis_B` is highly overall correlated with `Diphtheria` and 2 other fields	High correlation
`Incidents_HIV` is highly overall correlated with `Adult_mortality` and 3 other fields	High correlation
`Infant_deaths` is highly overall correlated with `Adult_mortality` and 14 other fields	High correlation
`Life_expectancy` is highly overall correlated with `Adult_mortality` and 13 other fields	High correlation
`Measles` is highly overall correlated with `Adult_mortality` and 8 other fields	High correlation
`Polio` is highly overall correlated with `Adult_mortality` and 8 other fields	High correlation
`Region` is highly overall correlated with `Economy_status_Developed` and 5 other fields	High correlation
`Schooling` is highly overall correlated with `Adult_mortality` and 14 other fields	High correlation
`Thinness_five_nine_years` is highly overall correlated with `Adult_mortality` and 10 other fields	High correlation
`Thinness_ten_nineteen_years` is highly overall correlated with `Adult_mortality` and 10 other fields	High correlation
`Under_five_deaths` is highly overall correlated with `Adult_mortality` and 15 other fields	High correlation
`Alcohol_consumption` has 38 (1.3%) zeros	Zeros

Reproduction

Analysis started	2024-01-25 07:49:10.516926
Analysis finished	2024-01-25 07:49:44.332462
Duration	33.82 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Country
Text

Distinct	179
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Memory size	22.5 KiB

Length

Max length	30
Median length	21
Mean length	8.9162011
Min length	4

Characters and Unicode

Total characters	25536
Distinct characters	55
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Turkiye
2nd row	Spain
3rd row	India
4th row	Guyana
5th row	Israel

Value	Count	Frequency (%)
and	80	2.1%
republic	80	2.1%
rep	80	2.1%
united	48	1.3%
the	48	1.3%
guinea	48	1.3%
arab	48	1.3%
st	32	0.9%
congo	32	0.9%
new	32	0.9%
Other values (202)	3232	86.0%

Most occurring characters

Value	Count	Frequency (%)
a	3792	14.8%
i	2224	8.7%
n	1904	7.5%
e	1856	7.3%
r	1392	5.5%
o	1264	4.9%
u	928	3.6%
	896	3.5%
t	896	3.5%
l	864	3.4%
Other values (45)	9520	37.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20544	80.5%
Uppercase Letter	3744	14.7%
Space Separator	896	3.5%
Other Punctuation	320	1.3%
Dash Punctuation	32	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3792	18.5%
i	2224	10.8%
n	1904	9.3%
e	1856	9.0%
r	1392	6.8%
o	1264	6.2%
u	928	4.5%
t	896	4.4%
l	864	4.2%
d	752	3.7%
Other values (16)	4672	22.7%

Uppercase Letter

Value	Count	Frequency (%)
S	384	10.3%
B	320	8.5%
C	288	7.7%
M	272	7.3%
A	256	6.8%
R	256	6.8%
G	224	6.0%
T	224	6.0%
L	192	5.1%
I	176	4.7%
Other values (14)	1152	30.8%

Other Punctuation

Value	Count	Frequency (%)
.	160	50.0%
,	144	45.0%
'	16	5.0%

Space Separator

Value	Count	Frequency (%)
	896	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	24288	95.1%
Common	1248	4.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3792	15.6%
i	2224	9.2%
n	1904	7.8%
e	1856	7.6%
r	1392	5.7%
o	1264	5.2%
u	928	3.8%
t	896	3.7%
l	864	3.6%
d	752	3.1%
Other values (40)	8416	34.7%

Common

Value	Count	Frequency (%)
	896	71.8%
.	160	12.8%
,	144	11.5%
-	32	2.6%
'	16	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	3792	14.8%
i	2224	8.7%
n	1904	7.5%
e	1856	7.3%
r	1392	5.5%
o	1264	4.9%
u	928	3.6%
	896	3.5%
t	896	3.5%
l	864	3.4%
Other values (45)	9520	37.3%

Region
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	22.5 KiB

Africa	816
European Union	432
Asia	432
Central America and Caribbean	304
Rest of Europe	240
Other values (4)	640

Length

Max length	29
Median length	14
Mean length	11.055866
Min length	4

Characters and Unicode

Total characters	31664
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Middle East
2nd row	European Union
3rd row	Asia
4th row	South America
5th row	Middle East

Common Values

Value	Count	Frequency (%)
Africa	816	28.5%
European Union	432	15.1%
Asia	432	15.1%
Central America and Caribbean	304	10.6%
Rest of Europe	240	8.4%
Middle East	224	7.8%
South America	192	6.7%
Oceania	176	6.1%
North America	48	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
africa	816	15.8%
america	544	10.6%
european	432	8.4%
union	432	8.4%
asia	432	8.4%
central	304	5.9%
and	304	5.9%
caribbean	304	5.9%
rest	240	4.7%
of	240	4.7%
Other values (6)	1104	21.4%

Most occurring characters

Value	Count	Frequency (%)
a	4016	12.7%
i	2928	9.2%
r	2688	8.5%
e	2464	7.8%
n	2384	7.5%
	2288	7.2%
A	1792	5.7%
o	1584	5.0%
c	1536	4.9%
f	1056	3.3%
Other values (17)	8928	28.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	24768	78.2%
Uppercase Letter	4608	14.6%
Space Separator	2288	7.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4016	16.2%
i	2928	11.8%
r	2688	10.9%
e	2464	9.9%
n	2384	9.6%
o	1584	6.4%
c	1536	6.2%
f	1056	4.3%
t	1008	4.1%
s	896	3.6%
Other values (7)	4208	17.0%

Uppercase Letter

Value	Count	Frequency (%)
A	1792	38.9%
E	896	19.4%
C	608	13.2%
U	432	9.4%
R	240	5.2%
M	224	4.9%
S	192	4.2%
O	176	3.8%
N	48	1.0%

Space Separator

Value	Count	Frequency (%)
	2288	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29376	92.8%
Common	2288	7.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4016	13.7%
i	2928	10.0%
r	2688	9.2%
e	2464	8.4%
n	2384	8.1%
A	1792	6.1%
o	1584	5.4%
c	1536	5.2%
f	1056	3.6%
t	1008	3.4%
Other values (16)	7920	27.0%

Common

Value	Count	Frequency (%)
	2288	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4016	12.7%
i	2928	9.2%
r	2688	8.5%
e	2464	7.8%
n	2384	7.5%
	2288	7.2%
A	1792	5.7%
o	1584	5.0%
c	1536	4.9%
f	1056	3.3%
Other values (17)	8928	28.2%

Year
Real number (ℝ)

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2007.5

Minimum	2000
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	2000
5-th percentile	2000
Q1	2003.75
median	2007.5
Q3	2011.25
95-th percentile	2015
Maximum	2015
Range	15
Interquartile range (IQR)	7.5

Descriptive statistics

Standard deviation	4.6105772
Coefficient of variation (CV)	0.0022966761
Kurtosis	-1.2094279
Mean	2007.5
Median Absolute Deviation (MAD)	4
Skewness	0
Sum	5749480
Variance	21.257422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2015	179	6.2%
2007	179	6.2%
2006	179	6.2%
2012	179	6.2%
2000	179	6.2%
2001	179	6.2%
2008	179	6.2%
2011	179	6.2%
2002	179	6.2%
2013	179	6.2%
Other values (6)	1074	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	179	6.2%
2001	179	6.2%
2002	179	6.2%
2003	179	6.2%
2004	179	6.2%
2005	179	6.2%
2006	179	6.2%
2007	179	6.2%
2008	179	6.2%
2009	179	6.2%

Value	Count	Frequency (%)
2015	179	6.2%
2014	179	6.2%
2013	179	6.2%
2012	179	6.2%
2011	179	6.2%
2010	179	6.2%
2009	179	6.2%
2008	179	6.2%
2007	179	6.2%
2006	179	6.2%

Infant_deaths
Real number (ℝ)

HIGH CORRELATION

Distinct	847
Distinct (%)	29.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.363792

Minimum	1.8
Maximum	138.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	1.8
5-th percentile	3.1
Q1	8.1
median	19.6
Q3	47.35
95-th percentile	86.455
Maximum	138.1
Range	136.3
Interquartile range (IQR)	39.25

Descriptive statistics

Standard deviation	27.538117
Coefficient of variation (CV)	0.90693931
Kurtosis	0.39230049
Mean	30.363792
Median Absolute Deviation (MAD)	14.5
Skewness	1.1041224
Sum	86961.9
Variance	758.34786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.3	26	0.9%
3.5	23	0.8%
3.4	20	0.7%
4.3	20	0.7%
3.8	19	0.7%
3.1	19	0.7%
3.6	19	0.7%
2.3	18	0.6%
3.7	17	0.6%
3	17	0.6%
Other values (837)	2666	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8	1	< 0.1%
1.9	2	0.1%
2	3	0.1%
2.1	5	0.2%
2.2	11	0.4%
2.3	18	0.6%
2.4	15	0.5%
2.5	14	0.5%
2.6	12	0.4%
2.7	8	0.3%

Value	Count	Frequency (%)
138.1	1	< 0.1%
135.6	1	< 0.1%
132.9	1	< 0.1%
130.2	1	< 0.1%
127.9	1	< 0.1%
127.2	1	< 0.1%
124.1	1	< 0.1%
121.5	1	< 0.1%
120.9	1	< 0.1%
119.7	1	< 0.1%

Under_five_deaths
Real number (ℝ)

HIGH CORRELATION

Distinct	1035
Distinct (%)	36.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.938268

Minimum	2.3
Maximum	224.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	2.3
5-th percentile	3.9
Q1	9.675
median	23.1
Q3	66
95-th percentile	139.3
Maximum	224.9
Range	222.6
Interquartile range (IQR)	56.325

Descriptive statistics

Standard deviation	44.569974
Coefficient of variation (CV)	1.0380012
Kurtosis	1.1826057
Mean	42.938268
Median Absolute Deviation (MAD)	17.2
Skewness	1.3780539
Sum	122975.2
Variance	1986.4825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.1	29	1.0%
4	20	0.7%
4.9	18	0.6%
4.2	18	0.6%
3.9	18	0.6%
4.4	18	0.6%
2.8	17	0.6%
4.3	16	0.6%
5.2	16	0.6%
4.6	16	0.6%
Other values (1025)	2678	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.3	1	< 0.1%
2.4	2	0.1%
2.5	2	0.1%
2.6	3	0.1%
2.7	7	0.2%
2.8	17	0.6%
2.9	14	0.5%
3	9	0.3%
3.1	10	0.3%
3.2	11	0.4%

Value	Count	Frequency (%)
224.9	2	0.1%
219.4	1	< 0.1%
215.2	1	< 0.1%
213.9	1	< 0.1%
208.1	1	< 0.1%
204.5	1	< 0.1%
204.4	1	< 0.1%
203.6	1	< 0.1%
202	1	< 0.1%
198.4	1	< 0.1%

Adult_mortality
Real number (ℝ)

HIGH CORRELATION

Distinct	2850
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	192.25178

Minimum	49.384
Maximum	719.3605
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	49.384
5-th percentile	64.7474
Q1	106.91025
median	163.8415
Q3	246.79138
95-th percentile	429.11477
Maximum	719.3605
Range	669.9765
Interquartile range (IQR)	139.88113

Descriptive statistics

Standard deviation	114.91028
Coefficient of variation (CV)	0.59770726
Kurtosis	2.0303766
Mean	192.25178
Median Absolute Deviation (MAD)	65.01975
Skewness	1.3776827
Sum	550609.08
Variance	13204.373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91.9455	6	0.2%
138.1465	3	0.1%
134.0135	2	0.1%
192.7545	2	0.1%
168.7145	2	0.1%
160.261	2	0.1%
78.1635	2	0.1%
94.6415	2	0.1%
215.093	2	0.1%
125.542	1	< 0.1%
Other values (2840)	2840	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49.384	1	< 0.1%
49.998	1	< 0.1%
50.5745	1	< 0.1%
50.618	1	< 0.1%
50.9615	1	< 0.1%
51.6075	1	< 0.1%
51.6435	1	< 0.1%
51.776	1	< 0.1%
51.8135	1	< 0.1%
52.393	1	< 0.1%

Value	Count	Frequency (%)
719.3605	1	< 0.1%
703.677	1	< 0.1%
703	1	< 0.1%
687.993	1	< 0.1%
686.639	1	< 0.1%
670.279	1	< 0.1%
653.918	1	< 0.1%
642.4155	1	< 0.1%
637.558	1	< 0.1%
629.815	1	< 0.1%

Alcohol_consumption
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1164
Distinct (%)	40.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8208816

Minimum	0
Maximum	17.87
Zeros	38
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04
Q1	1.2
median	4.02
Q3	7.7775
95-th percentile	11.9285
Maximum	17.87
Range	17.87
Interquartile range (IQR)	6.5775

Descriptive statistics

Standard deviation	3.9819486
Coefficient of variation (CV)	0.82597935
Kurtosis	-0.7324027
Mean	4.8208816
Median Absolute Deviation (MAD)	3.16
Skewness	0.57119224
Sum	13807.005
Variance	15.855915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	1.3%
0.19	18	0.6%
0.55	16	0.6%
0.01	15	0.5%
0.5	12	0.4%
0.012	12	0.4%
0.56	10	0.3%
0.46	10	0.3%
0.6	9	0.3%
1.03	9	0.3%
Other values (1154)	2715	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	1.3%
0.0001	1	< 0.1%
0.0003	1	< 0.1%
0.0004	1	< 0.1%
0.002	2	0.1%
0.003	5	0.2%
0.004	5	0.2%
0.005	2	0.1%
0.007	1	< 0.1%
0.01	15	0.5%

Value	Count	Frequency (%)
17.87	1	< 0.1%
17.75	1	< 0.1%
17.47	1	< 0.1%
17.29	1	< 0.1%
16.96	1	< 0.1%
16.72	1	< 0.1%
16.61	1	< 0.1%
16.58	1	< 0.1%
16.27	1	< 0.1%
15.52	1	< 0.1%

Hepatitis_B
Real number (ℝ)

HIGH CORRELATION

Distinct	80
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.292598

Minimum	12
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	12
5-th percentile	48
Q1	78
median	89
Q3	96
95-th percentile	99
Maximum	99
Range	87
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	15.995511
Coefficient of variation (CV)	0.18976175
Kurtosis	2.7212574
Mean	84.292598
Median Absolute Deviation (MAD)	8
Skewness	-1.6589733
Sum	241414
Variance	255.85638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	239	8.3%
88	217	7.6%
98	214	7.5%
96	172	6.0%
95	162	5.7%
97	155	5.4%
94	128	4.5%
93	99	3.5%
92	94	3.3%
83	82	2.9%
Other values (70)	1302	45.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
14	9	0.3%
17	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
21	1	< 0.1%
22	2	0.1%
23	1	< 0.1%
24	1	< 0.1%
26	1	< 0.1%

Value	Count	Frequency (%)
99	239	8.3%
98	214	7.5%
97	155	5.4%
96	172	6.0%
95	162	5.7%
94	128	4.5%
93	99	3.5%
92	94	3.3%
91	81	2.8%
90	66	2.3%

Measles
Real number (ℝ)

HIGH CORRELATION

Distinct	87
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.344972

Minimum	10
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	10
5-th percentile	38
Q1	64
median	83
Q3	93
95-th percentile	99
Maximum	99
Range	89
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	18.659693
Coefficient of variation (CV)	0.24125282
Kurtosis	0.71380913
Mean	77.344972
Median Absolute Deviation (MAD)	14
Skewness	-0.99400827
Sum	221516
Variance	348.18413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	486	17.0%
83	227	7.9%
65	176	6.1%
99	155	5.4%
98	122	4.3%
97	119	4.2%
92	117	4.1%
95	117	4.1%
86	116	4.1%
96	112	3.9%
Other values (77)	1117	39.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	3	0.1%
15	3	0.1%
16	13	0.5%
17	4	0.1%
18	2	0.1%
19	7	0.2%
21	4	0.1%

Value	Count	Frequency (%)
99	155	5.4%
98	122	4.3%
97	119	4.2%
96	112	3.9%
95	117	4.1%
94	69	2.4%
93	64	2.2%
92	117	4.1%
91	56	2.0%
90	50	1.7%

BMI
Real number (ℝ)

HIGH CORRELATION

Distinct	120
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.032926

Minimum	19.8
Maximum	32.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	19.8
5-th percentile	21.2
Q1	23.2
median	25.5
Q3	26.4
95-th percentile	28.2
Maximum	32.1
Range	12.3
Interquartile range (IQR)	3.2

Descriptive statistics

Standard deviation	2.1939049
Coefficient of variation (CV)	0.087640769
Kurtosis	-0.15082512
Mean	25.032926
Median Absolute Deviation (MAD)	1.4
Skewness	-0.12110644
Sum	71694.3
Variance	4.8132187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	89	3.1%
26.1	86	3.0%
25.8	85	3.0%
26.2	84	2.9%
25.9	84	2.9%
25.7	78	2.7%
25.6	72	2.5%
26.3	70	2.4%
26.4	69	2.4%
25.5	67	2.3%
Other values (110)	2080	72.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.8	1	< 0.1%
19.9	3	0.1%
20	5	0.2%
20.1	5	0.2%
20.2	8	0.3%
20.3	8	0.3%
20.4	9	0.3%
20.5	8	0.3%
20.6	9	0.3%
20.7	12	0.4%

Value	Count	Frequency (%)
32.1	3	0.1%
32	2	0.1%
31.9	2	0.1%
31.8	3	0.1%
31.7	3	0.1%
31.6	3	0.1%
31.5	2	0.1%
31.4	3	0.1%
31.3	2	0.1%
31.2	2	0.1%

Polio
Real number (ℝ)

HIGH CORRELATION

Distinct	77
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.499651

Minimum	8
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	8
5-th percentile	52
Q1	81
median	93
Q3	97
95-th percentile	99
Maximum	99
Range	91
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	15.080365
Coefficient of variation (CV)	0.17434018
Kurtosis	2.7269066
Mean	86.499651
Median Absolute Deviation (MAD)	5
Skewness	-1.7264515
Sum	247735
Variance	227.41739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	361	12.6%
98	249	8.7%
96	207	7.2%
97	200	7.0%
95	184	6.4%
94	153	5.3%
93	119	4.2%
92	104	3.6%
91	84	2.9%
88	73	2.5%
Other values (67)	1130	39.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	< 0.1%
14	1	< 0.1%
18	1	< 0.1%
21	2	0.1%
22	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
26	2	0.1%
28	1	< 0.1%
30	4	0.1%

Value	Count	Frequency (%)
99	361	12.6%
98	249	8.7%
97	200	7.0%
96	207	7.2%
95	184	6.4%
94	153	5.3%
93	119	4.2%
92	104	3.6%
91	84	2.9%
90	71	2.5%

Diphtheria
Real number (ℝ)

HIGH CORRELATION

Distinct	80
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.271648

Minimum	16
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	16
5-th percentile	50
Q1	81
median	93
Q3	97
95-th percentile	99
Maximum	99
Range	83
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	15.534225
Coefficient of variation (CV)	0.18006176
Kurtosis	3.1228577
Mean	86.271648
Median Absolute Deviation (MAD)	5
Skewness	-1.8269276
Sum	247082
Variance	241.31214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	343	12.0%
98	251	8.8%
97	201	7.0%
95	200	7.0%
96	196	6.8%
94	144	5.0%
93	113	3.9%
92	98	3.4%
91	95	3.3%
89	75	2.6%
Other values (70)	1148	40.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%
23	4	0.1%
24	3	0.1%
25	3	0.1%
26	3	0.1%
27	1	< 0.1%
28	2	0.1%

Value	Count	Frequency (%)
99	343	12.0%
98	251	8.8%
97	201	7.0%
96	196	6.8%
95	200	7.0%
94	144	5.0%
93	113	3.9%
92	98	3.4%
91	95	3.3%
90	65	2.3%

Incidents_HIV
Real number (ℝ)

HIGH CORRELATION

Distinct	393
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.89428771

Minimum	0.01
Maximum	21.68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.02
Q1	0.08
median	0.15
Q3	0.46
95-th percentile	4.0185
Maximum	21.68
Range	21.67
Interquartile range (IQR)	0.38

Descriptive statistics

Standard deviation	2.3813895
Coefficient of variation (CV)	2.6628896
Kurtosis	28.688935
Mean	0.89428771
Median Absolute Deviation (MAD)	0.1
Skewness	4.9787352
Sum	2561.24
Variance	5.6710158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08	318	11.1%
0.13	191	6.7%
0.17	177	6.2%
0.02	129	4.5%
0.03	111	3.9%
0.4	108	3.8%
0.05	103	3.6%
0.1	101	3.5%
0.04	90	3.1%
0.01	75	2.6%
Other values (383)	1461	51.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	75	2.6%
0.02	129	4.5%
0.03	111	3.9%
0.04	90	3.1%
0.05	103	3.6%
0.06	59	2.1%
0.07	38	1.3%
0.08	318	11.1%
0.09	51	1.8%
0.1	101	3.5%

Value	Count	Frequency (%)
21.68	1	< 0.1%
20.8	1	< 0.1%
20.31	1	< 0.1%
20.22	1	< 0.1%
19.93	1	< 0.1%
19.87	1	< 0.1%
19.66	1	< 0.1%
18.94	1	< 0.1%
18.69	1	< 0.1%
18.67	1	< 0.1%

GDP_per_capita
Real number (ℝ)

HIGH CORRELATION

Distinct	2564
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11540.925

Minimum	148
Maximum	112418
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	148
5-th percentile	467
Q1	1415.75
median	4217
Q3	12557
95-th percentile	48361.6
Maximum	112418
Range	112270
Interquartile range (IQR)	11141.25

Descriptive statistics

Standard deviation	16934.789
Coefficient of variation (CV)	1.4673684
Kurtosis	6.4502315
Mean	11540.925
Median Absolute Deviation (MAD)	3408.5
Skewness	2.3772484
Sum	33053209
Variance	2.8678708 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
554	5	0.2%
381	4	0.1%
468	4	0.1%
654	4	0.1%
4012	4	0.1%
501	4	0.1%
578	3	0.1%
3875	3	0.1%
3298	3	0.1%
655	3	0.1%
Other values (2554)	2827	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
148	1	< 0.1%
163	1	< 0.1%
174	1	< 0.1%
183	1	< 0.1%
192	1	< 0.1%
202	1	< 0.1%
213	1	< 0.1%
225	1	< 0.1%
237	1	< 0.1%
250	1	< 0.1%

Value	Count	Frequency (%)
112418	1	< 0.1%
110095	1	< 0.1%
106544	1	< 0.1%
105614	1	< 0.1%
105584	1	< 0.1%
105462	1	< 0.1%
105339	1	< 0.1%
105290	1	< 0.1%
104574	1	< 0.1%
104488	1	< 0.1%

Population_mln
Real number (ℝ)

Distinct	1803
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.675915

Minimum	0.08
Maximum	1379.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0.08
5-th percentile	0.18
Q1	2.0975
median	7.85
Q3	23.6875
95-th percentile	128.0425
Maximum	1379.86
Range	1379.78
Interquartile range (IQR)	21.59

Descriptive statistics

Standard deviation	136.48587
Coefficient of variation (CV)	3.7214032
Kurtosis	70.472298
Mean	36.675915
Median Absolute Deviation (MAD)	6.98
Skewness	8.1576835
Sum	105039.82
Variance	18628.392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.11	39	1.4%
0.1	34	1.2%
0.09	23	0.8%
0.18	18	0.6%
0.28	16	0.6%
0.08	16	0.6%
0.75	14	0.5%
0.62	12	0.4%
2.06	11	0.4%
0.19	10	0.3%
Other values (1793)	2671	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.08	16	0.6%
0.09	23	0.8%
0.1	34	1.2%
0.11	39	1.4%
0.14	2	0.1%
0.15	3	0.1%
0.16	8	0.3%
0.17	8	0.3%
0.18	18	0.6%
0.19	10	0.3%

Value	Count	Frequency (%)
1379.86	1	< 0.1%
1371.86	1	< 0.1%
1363.24	1	< 0.1%
1354.19	1	< 0.1%
1345.04	1	< 0.1%
1337.71	1	< 0.1%
1331.26	1	< 0.1%
1324.66	1	< 0.1%
1317.89	1	< 0.1%
1311.02	1	< 0.1%

Thinness_ten_nineteen_years
Real number (ℝ)

HIGH CORRELATION

Distinct	200
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.865852

Minimum	0.1
Maximum	27.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.6
Q1	1.6
median	3.3
Q3	7.2
95-th percentile	13.885
Maximum	27.7
Range	27.6
Interquartile range (IQR)	5.6

Descriptive statistics

Standard deviation	4.4382337
Coefficient of variation (CV)	0.91211852
Kurtosis	3.9089661
Mean	4.865852
Median Absolute Deviation (MAD)	2.3
Skewness	1.7014871
Sum	13935.8
Variance	19.697918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	74	2.6%
1.9	65	2.3%
0.8	64	2.2%
0.7	63	2.2%
1.2	62	2.2%
2.1	61	2.1%
2.2	58	2.0%
2	57	2.0%
0.9	57	2.0%
1.7	56	2.0%
Other values (190)	2247	78.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	23	0.8%
0.2	39	1.4%
0.3	32	1.1%
0.4	5	0.2%
0.5	35	1.2%
0.6	41	1.4%
0.7	63	2.2%
0.8	64	2.2%
0.9	57	2.0%
1	74	2.6%

Value	Count	Frequency (%)
27.7	1	< 0.1%
27.5	1	< 0.1%
27.4	1	< 0.1%
27.3	1	< 0.1%
27.2	2	0.1%
27.1	2	0.1%
27	3	0.1%
26.9	2	0.1%
26.8	2	0.1%
26.7	1	< 0.1%

Thinness_five_nine_years
Real number (ℝ)

HIGH CORRELATION

Distinct	207
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8998254

Minimum	0.1
Maximum	28.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	1.6
median	3.4
Q3	7.3
95-th percentile	13.9
Maximum	28.6
Range	28.5
Interquartile range (IQR)	5.7

Descriptive statistics

Standard deviation	4.5252167
Coefficient of variation (CV)	0.92354652
Kurtosis	4.3025243
Mean	4.8998254
Median Absolute Deviation (MAD)	2.4
Skewness	1.769183
Sum	14033.1
Variance	20.477586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9	69	2.4%
1.1	64	2.2%
0.5	63	2.2%
1.9	63	2.2%
2.1	61	2.1%
1.3	59	2.1%
1.5	57	2.0%
1.7	55	1.9%
0.6	54	1.9%
2	52	1.8%
Other values (197)	2267	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	31	1.1%
0.2	45	1.6%
0.3	25	0.9%
0.4	17	0.6%
0.5	63	2.2%
0.6	54	1.9%
0.7	46	1.6%
0.8	36	1.3%
0.9	69	2.4%
1	49	1.7%

Value	Count	Frequency (%)
28.6	1	< 0.1%
28.5	1	< 0.1%
28.4	1	< 0.1%
28.3	1	< 0.1%
28.2	1	< 0.1%
28.1	1	< 0.1%
28	2	0.1%
27.9	1	< 0.1%
27.8	2	0.1%
27.7	1	< 0.1%

Schooling
Real number (ℝ)

HIGH CORRELATION

Distinct	130
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6321229

Minimum	1.1
Maximum	14.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	1.1
5-th percentile	2.3
Q1	5.1
median	7.8
Q3	10.3
95-th percentile	12.3
Maximum	14.1
Range	13
Interquartile range (IQR)	5.2

Descriptive statistics

Standard deviation	3.1715556
Coefficient of variation (CV)	0.41555353
Kurtosis	-1.0392503
Mean	7.6321229
Median Absolute Deviation (MAD)	2.6
Skewness	-0.15941024
Sum	21858.4
Variance	10.058765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.4	51	1.8%
9.8	45	1.6%
9.9	44	1.5%
10.9	42	1.5%
9.2	40	1.4%
8	38	1.3%
6.5	38	1.3%
10.5	37	1.3%
4.4	36	1.3%
9.1	36	1.3%
Other values (120)	2457	85.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	2	0.1%
1.2	5	0.2%
1.3	13	0.5%
1.4	17	0.6%
1.5	9	0.3%
1.6	12	0.4%
1.7	8	0.3%
1.8	6	0.2%
1.9	7	0.2%
2	8	0.3%

Value	Count	Frequency (%)
14.1	1	< 0.1%
14	3	0.1%
13.9	1	< 0.1%
13.8	2	0.1%
13.7	2	0.1%
13.6	1	< 0.1%
13.4	4	0.1%
13.3	8	0.3%
13.2	6	0.2%
13.1	2	0.1%

Economy_status_Developed
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.5 KiB

0	2272
1	592

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2864
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	2272	79.3%
1	592	20.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2272	79.3%
1	592	20.7%

Most occurring characters

Value	Count	Frequency (%)
0	2272	79.3%
1	592	20.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2864	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2272	79.3%
1	592	20.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	2864	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2272	79.3%
1	592	20.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2864	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2272	79.3%
1	592	20.7%

Economy_status_Developing
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.5 KiB

1	2272
0	592

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2864
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	2272	79.3%
0	592	20.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2272	79.3%
0	592	20.7%

Most occurring characters

Value	Count	Frequency (%)
1	2272	79.3%
0	592	20.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2864	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2272	79.3%
0	592	20.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	2864	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2272	79.3%
0	592	20.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2864	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2272	79.3%
0	592	20.7%

Life_expectancy
Real number (ℝ)

HIGH CORRELATION

Distinct	396
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.856075

Minimum	39.4
Maximum	83.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	39.4
5-th percentile	50.6
Q1	62.7
median	71.4
Q3	75.4
95-th percentile	81
Maximum	83.8
Range	44.4
Interquartile range (IQR)	12.7

Descriptive statistics

Standard deviation	9.4056079
Coefficient of variation (CV)	0.13659808
Kurtosis	-0.21685113
Mean	68.856075
Median Absolute Deviation (MAD)	5.6
Skewness	-0.77024161
Sum	197203.8
Variance	88.465461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72.6	27	0.9%
73.1	27	0.9%
74.1	25	0.9%
75	24	0.8%
73.6	23	0.8%
75.2	23	0.8%
74.9	23	0.8%
72.1	23	0.8%
72	22	0.8%
74.3	21	0.7%
Other values (386)	2626	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
39.4	1	< 0.1%
40.4	1	< 0.1%
41.4	1	< 0.1%
42.4	1	< 0.1%
42.5	1	< 0.1%
42.6	1	< 0.1%
42.7	3	0.1%
42.9	1	< 0.1%
43.1	2	0.1%
43.2	2	0.1%

Value	Count	Frequency (%)
83.8	1	< 0.1%
83.6	1	< 0.1%
83.3	1	< 0.1%
83.2	2	0.1%
83.1	3	0.1%
82.9	4	0.1%
82.8	3	0.1%
82.7	5	0.2%
82.6	2	0.1%
82.5	5	0.2%

Auto

Heatmap
Table

	Adult_mortality	Alcohol_consumption	BMI	Diphtheria	Economy_status_Developed	Economy_status_Developing	GDP_per_capita	Hepatitis_B	Incidents_HIV	Infant_deaths	Life_expectancy	Measles	Polio	Population_mln	Region	Schooling	Thinness_five_nine_years	Thinness_ten_nineteen_years	Under_five_deaths	Year
Adult_mortality	1.000	-0.283	-0.555	-0.527	0.564	0.564	-0.784	-0.375	0.654	0.862	-0.959	-0.509	-0.529	0.028	0.322	-0.648	0.547	0.538	0.871	-0.143
Alcohol_consumption	-0.283	1.000	0.299	0.326	0.717	0.717	0.550	0.180	-0.109	-0.562	0.448	0.300	0.302	-0.080	0.352	0.622	-0.478	-0.490	-0.556	0.006
BMI	-0.555	0.299	1.000	0.385	0.418	0.418	0.649	0.380	-0.304	-0.608	0.585	0.440	0.392	-0.253	0.367	0.623	-0.571	-0.559	-0.614	0.188
Diphtheria	-0.527	0.326	0.385	1.000	0.351	0.351	0.527	0.807	-0.375	-0.627	0.576	0.611	0.948	-0.091	0.192	0.512	-0.252	-0.244	-0.624	0.129
Economy_status_Developed	0.564	0.717	0.418	0.351	1.000	0.999	0.622	0.096	-0.453	-0.670	0.612	0.297	0.281	0.061	0.869	0.618	-0.564	-0.563	-0.669	0.000
Economy_status_Developing	0.564	0.717	0.418	0.351	0.999	1.000	-0.622	-0.096	0.453	0.670	-0.612	-0.297	-0.281	-0.061	0.869	-0.618	0.564	0.563	0.669	0.000
GDP_per_capita	-0.784	0.550	0.649	0.527	0.622	-0.622	1.000	0.375	-0.428	-0.872	0.846	0.536	0.513	-0.144	0.289	0.771	-0.569	-0.565	-0.874	0.084
Hepatitis_B	-0.375	0.180	0.380	0.807	0.096	-0.096	0.375	1.000	-0.258	-0.455	0.411	0.554	0.786	-0.180	0.184	0.358	-0.123	-0.110	-0.452	0.188
Incidents_HIV	0.654	-0.109	-0.304	-0.375	-0.453	0.453	-0.428	-0.258	1.000	0.567	-0.614	-0.431	-0.377	-0.070	0.180	-0.489	0.339	0.363	0.581	-0.036
Infant_deaths	0.862	-0.562	-0.608	-0.627	-0.670	0.670	-0.872	-0.455	0.567	1.000	-0.934	-0.606	-0.627	0.083	0.318	-0.830	0.615	0.613	0.998	-0.152
Life_expectancy	-0.959	0.448	0.585	0.576	0.612	-0.612	0.846	0.411	-0.614	-0.934	1.000	0.543	0.570	-0.020	0.357	0.739	-0.599	-0.594	-0.940	0.164
Measles	-0.509	0.300	0.440	0.611	0.297	-0.297	0.536	0.554	-0.431	-0.606	0.543	1.000	0.631	-0.176	0.266	0.551	-0.305	-0.281	-0.612	0.079
Polio	-0.529	0.302	0.392	0.948	0.281	-0.281	0.513	0.786	-0.377	-0.627	0.570	0.631	1.000	-0.105	0.183	0.518	-0.259	-0.251	-0.625	0.114
Population_mln	0.028	-0.080	-0.253	-0.091	0.061	-0.061	-0.144	-0.180	-0.070	0.083	-0.020	-0.176	-0.105	1.000	0.294	-0.067	0.092	0.076	0.089	0.040
Region	0.322	0.352	0.367	0.192	0.869	0.869	0.289	0.184	0.180	0.318	0.357	0.266	0.183	0.294	1.000	0.564	-0.598	-0.594	-0.620	0.000
Schooling	-0.648	0.622	0.623	0.512	0.618	-0.618	0.771	0.358	-0.489	-0.830	0.739	0.551	0.518	-0.067	0.564	1.000	-0.602	-0.615	-0.834	0.149
Thinness_five_nine_years	0.547	-0.478	-0.571	-0.252	-0.564	0.564	-0.569	-0.123	0.339	0.615	-0.599	-0.305	-0.259	0.092	-0.598	-0.602	1.000	0.947	0.619	-0.035
Thinness_ten_nineteen_years	0.538	-0.490	-0.559	-0.244	-0.563	0.563	-0.565	-0.110	0.363	0.613	-0.594	-0.281	-0.251	0.076	-0.594	-0.615	0.947	1.000	0.617	-0.037
Under_five_deaths	0.871	-0.556	-0.614	-0.624	-0.669	0.669	-0.874	-0.452	0.581	0.998	-0.940	-0.612	-0.625	0.089	-0.620	-0.834	0.619	0.617	1.000	-0.153
Year	-0.143	0.006	0.188	0.129	0.000	0.000	0.084	0.188	-0.036	-0.152	0.164	0.079	0.114	0.040	0.000	0.149	-0.035	-0.037	-0.153	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Country	Region	Year	Infant_deaths	Under_five_deaths	Adult_mortality	Alcohol_consumption	Hepatitis_B	Measles	BMI	Polio	Diphtheria	Incidents_HIV	GDP_per_capita	Population_mln	Thinness_ten_nineteen_years	Thinness_five_nine_years	Schooling	Economy_status_Developed	Economy_status_Developing	Life_expectancy
0	Turkiye	Middle East	2015	11.1	13.0	105.8240	1.32	97	65	27.8	97	97	0.08	11006	78.53	4.9	4.8	7.8	0	1	76.5
1	Spain	European Union	2015	2.7	3.3	57.9025	10.35	97	94	26.0	97	97	0.09	25742	46.44	0.6	0.5	9.7	1	0	82.8
2	India	Asia	2007	51.5	67.9	201.0765	1.57	60	35	21.2	67	64	0.13	1076	1183.21	27.1	28.0	5.0	0	1	65.4
3	Guyana	South America	2006	32.8	40.5	222.1965	5.68	93	74	25.3	92	93	0.79	4146	0.75	5.7	5.5	7.9	0	1	67.0
4	Israel	Middle East	2012	3.4	4.3	57.9510	2.89	97	89	27.0	94	94	0.08	33995	7.91	1.2	1.1	12.8	1	0	81.7
5	Costa Rica	Central America and Caribbean	2006	9.8	11.2	95.2200	4.19	88	86	26.4	89	89	0.16	9110	4.35	2.0	1.9	7.9	0	1	78.2
6	Russian Federation	Rest of Europe	2015	6.6	8.2	223.0000	8.06	97	97	26.2	97	97	0.08	9313	144.10	2.3	2.3	12.0	0	1	71.2
7	Hungary	European Union	2000	8.7	10.1	192.9690	12.23	88	99	25.9	99	99	0.08	8971	10.21	2.3	2.3	10.2	1	0	71.2
8	Jordan	Middle East	2001	22.0	26.1	129.7640	0.52	97	87	27.9	97	99	0.13	3708	5.22	4.0	3.9	9.6	0	1	71.9
9	Moldova	Rest of Europe	2008	15.3	17.8	217.8570	7.72	97	92	26.5	96	90	0.43	2235	2.87	2.9	3.1	10.9	0	1	68.7

	Country	Region	Year	Infant_deaths	Under_five_deaths	Adult_mortality	Alcohol_consumption	Hepatitis_B	Measles	BMI	Polio	Diphtheria	Incidents_HIV	GDP_per_capita	Population_mln	Thinness_ten_nineteen_years	Thinness_five_nine_years	Schooling	Economy_status_Developed	Economy_status_Developing	Life_expectancy
2854	Fiji	Oceania	2013	20.1	23.7	189.5420	2.530	99	94	27.4	99	99	0.11	4902	0.87	4.0	3.7	10.3	0	1	67.0
2855	Finland	European Union	2001	3.4	4.2	98.8365	8.940	88	92	25.8	95	98	0.08	38785	5.19	0.9	0.8	9.4	1	0	78.0
2856	Japan	Asia	2014	2.1	2.8	55.5820	8.400	83	94	22.7	99	96	0.17	34387	127.28	2.0	1.7	12.5	1	0	83.6
2857	Belarus	Rest of Europe	2000	9.9	12.7	239.7160	12.920	70	92	25.7	99	99	0.05	2617	9.98	2.7	2.8	8.9	0	1	68.9
2858	Iran, Islamic Rep.	Middle East	2007	19.7	23.1	129.9335	0.023	97	65	25.6	98	99	0.14	5305	71.34	7.5	7.8	8.9	0	1	72.6
2859	Niger	Africa	2000	97.0	224.9	291.8240	0.092	72	64	20.8	41	34	0.49	399	11.33	12.8	12.9	1.1	0	1	49.9
2860	Mongolia	Asia	2009	23.9	28.6	235.2330	6.560	97	97	25.3	96	95	0.02	2515	2.67	2.2	2.3	9.1	0	1	66.9
2861	Sri Lanka	Asia	2004	17.7	28.9	134.8950	1.560	62	95	21.9	97	97	0.02	2130	19.39	15.4	15.5	10.3	0	1	74.3
2862	Lithuania	European Union	2002	7.9	9.9	204.0120	11.000	94	95	26.1	97	95	0.05	7424	3.44	3.3	3.3	11.1	1	0	71.8
2863	Iceland	Rest of Europe	2011	2.1	2.6	50.5745	6.840	88	90	26.1	95	95	0.05	48934	0.32	0.9	0.9	11.0	1	0	82.4

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample